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Record W4416765751 · doi:10.1080/25729861.2025.2545040

Regional integration as a remedy against technological dependency? The contradictions in the calls for regional integration in Latin American AI strategies

2025· article· en· W4416765751 on OpenAlexaff
Guilherme Cavalcante Silva

Bibliographic record

VenueTapuya Latin American Science Technology and Society · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Science and Diplomacy
Canadian institutionsYork University
Fundersnot available
KeywordsLatin AmericansRegional integrationSkepticismContext (archaeology)Deep integrationGlobalizationOrder (exchange)Economic integration

Abstract

fetched live from OpenAlex

The rise of regional integration and South-South cooperation as an imperative in international relations and trade has been widely discussed, especially with the strengthening of BRICS+ (Brazil, Russia, India, China, South Africa), and Pan-African movements. The idea of a world with multiple powers giving rise to diverse social and economic imperatives for technoscientific innovation is finding traction among scholars, including researchers in science and technology studies (STS), who hope this new order can challenge entrenched liberal epistemological and infrastructural hegemony, even though skepticism remains about actual challenges to asymmetries in global science and technology circulation. This paper offers an empirical contribution to the issues of South-South cooperation and multipolarity in the context of regional integration by examining artificial intelligence (AI) policy developments in Latin America. Analyzing the national AI strategies of seven Latin American countries, and engaging with contributions from dependency theorists, the research reveals how aspirations for Latin America to lead in AI innovation often replicate technology policy imperatives from the Global North. This contradictory dynamic perpetuates dependent development models and reinforces Latin America’s peripheral role in technological systems. The paper advocates for increased attention in STS research regarding the contradictions of South-South cooperation and multipolarity, particularly in contexts of economic and technological dependency.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.510
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.009
Science and technology studies0.0020.020
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.024
GPT teacher head0.367
Teacher spread0.343 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; both teacher heads agree on what is shown here.

Study designTheoretical or conceptual
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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